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Sticky Expectations and Cross‐Firm Return Predictability

Author

Listed:
  • Zilin Chen
  • Hui Ding
  • Fuwei Jiang

Abstract

Previous empirical studies document a striking cross‐firm return predictability among firms connected through economic links. This study reveals that this cross‐firm return predictability is attributable to analysts' sticky expectations. Notably, the return predictability is more pronounced for focal firms covered by analysts with stickier expectations, particularly during earnings announcement days. Furthermore, this effect remains robust against alternative explanations and is evident across different sub‐samples, alternative measures of expectation stickiness, and various economic linkages. Our findings highlight a novel insight that analysts' sticky expectations serve as an important factor driving investors' underreaction to the valuable information from economically linked firms.

Suggested Citation

  • Zilin Chen & Hui Ding & Fuwei Jiang, 2025. "Sticky Expectations and Cross‐Firm Return Predictability," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 52(5), pages 2278-2298, November.
    • Handle: RePEc:bla:jbfnac:v:52:y:2025:i:5:p:2278-2298
    DOI: 10.1111/jbfa.12876
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    References listed on IDEAS

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    1. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    2. Peter F. Pope & Tong Wang, 2023. "Analyst ability and research effort: non-EPS forecast provision as a research quality signal," Review of Accounting Studies, Springer, vol. 28(3), pages 1263-1315, September.
    3. N. Gregory Mankiw & Ricardo Reis, 2002. "Sticky Information versus Sticky Prices: A Proposal to Replace the New Keynesian Phillips Curve," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1295-1328.
    4. Dashan Huang & Fuwei Jiang & Jun Tu & Guofu Zhou, 2015. "Investor Sentiment Aligned: A Powerful Predictor of Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 791-837.
    5. Olivier Coibion & Yuriy Gorodnichenko, 2012. "What Can Survey Forecasts Tell Us about Information Rigidities?," Journal of Political Economy, University of Chicago Press, vol. 120(1), pages 116-159.
    6. Roger K. Loh & René M. Stulz, 2011. "When Are Analyst Recommendation Changes Influential?," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 593-627.
    7. Zuben Jin & Frank Weikai Li, 2024. "Geographic links and predictable returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(7-8), pages 2239-2274, July.
    8. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    9. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    10. Hirst, De & Koonce, L & Simko, Pj, 1995. "Investor Reactions To Financial Analysts Research Reports," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 33(2), pages 335-351.
    11. Ali, Usman & Hirshleifer, David, 2020. "Shared analyst coverage: Unifying momentum spillover effects," Journal of Financial Economics, Elsevier, vol. 136(3), pages 649-675.
    12. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    13. Olivier Coibion & Yuriy Gorodnichenko, 2015. "Information Rigidity and the Expectations Formation Process: A Simple Framework and New Facts," American Economic Review, American Economic Association, vol. 105(8), pages 2644-2678, August.
    14. Yongmiao Hong & Fuwei Jiang & Lingchao Meng & Bowen Xue, 2025. "Forecasting Inflation Using Economic Narratives," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 43(1), pages 216-231, January.
    15. Steven Huddart & Mark Lang & Michelle H. Yetman, 2009. "Volume and Price Patterns Around a Stock's 52-Week Highs and Lows: Theory and Evidence," Management Science, INFORMS, vol. 55(1), pages 16-31, January.
    16. Abarbanell, Jeffrey S & Bernard, Victor L, 1992. "Tests of Analysts' Overreaction/Underreaction to Earnings Information as an Explanation for Anomalous Stock Price Behavior," Journal of Finance, American Finance Association, vol. 47(3), pages 1181-1207, July.
    17. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
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